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    Archives

    The Research archive provides access to all Research articles published in past issues of Communications of the ACM.

    September 2021


    From Communications of the ACM

    Technical Perspective: The Importance of WINOGRANDE

    Technical Perspective: The Importance of WINOGRANDE

    "WINOGRANDE" explores new methods of dataset development and adversarial filtering, expressly designed to prevent AI systems from making claims of smashing through benchmarks without making real progress.

    Leora Morgenstern | September 2021

    From Communications of the ACM

    Technical Perspective: Does Your Experiment Smell?

    Technical Perspective: Does Your Experiment Smell?

    "PlanAlyzer," by Emma Tosch et al., details PlanAlyzer software, the first tool to statically check the validity of online experiments.

    Stefano Balietti | September 2021

    From Communications of the ACM

    PlanAlyzer: Assessing Threats to the Validity of Online Experiments

    PlanAlyzer

    We present the first approach for checking the internal validity of online experiments statically, that is, from code alone.

    Emma Tosch, Eytan Bakshy, Emery D. Berger, David D. Jensen, J. Eliot B. Moss | September 2021

    From Communications of the ACM

    WinoGrande: An Adversarial Winograd Schema Challenge at Scale

    WinoGrande

    We introduce WinoGrande, a large-scale dataset of 44k problems, inspired by the original Winograd Schema Challenge, but adjusted to improve both the scale and the hardness of the dataset.

    Keisuke Sakaguchi, Ronan Le Bras, Chandra Bhagavatula, Yejin Choi | September 2021